Can I Run Qwen 2.5 Coder 32B on NVIDIA GeForce RTX 4080?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 15 sierpnia 2026

Not at Q4_K_M — that needs 19.3 GB and the NVIDIA GeForce RTX 4080 has 16 GB. Drop to Q2_K and it fits in 13.5 GB, with up to 8K of context.

The numbers

ModelQwen 2.5 Coder 32B
Parameters32B
QuantizationQ4_K_M
VRAM needed19.3 GB
NVIDIA GeForce RTX 4080 VRAM16 GB
VerdictRuns at a lower quant
Fits atQ2_K (13.5 GB)
Max context8K

What to do next

Quantize to Q2_K. That is the cheapest fix — it costs some quality but no money.

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Running Qwen 2.5 Coder 32B on this card:

NVIDIA GeForce RTX 4080 16GB
16 GB VRAM · 320 W board power
Ceny w 2026 są niestabilne — sprawdź aktualną ofertę.
Sprawdź cenę na Amazon

Won't fit — rent Qwen 2.5 Coder 32B instead

Qwen 2.5 Coder 32B needs ~19 GB but this GPU has 16 GB. Rent a RTX 4090 (24 GB)-class GPU by the hour instead of buying one:

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RunPod $0.34/hr
Rent on RunPod →
Vast.ai $0.35/hr · typical low · varies
Rent on Vast.ai →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

Other Qwen 2.5 Family sizes on the NVIDIA GeForce RTX 4080

Qwen 2.5 Coder 32B on nearby hardware

All Qwen 2.5 Family sizes on the NVIDIA GeForce RTX 4080 | VRAM calculator for Qwen 2.5 Coder 32B | NVIDIA GeForce RTX 4080 GPU page | Check your hardware